Data Management Evolves


Semiconductor Engineering sat down to discuss data management challenges with Jerome Toublanc, business development executive at Ansys; Kam Kittrell, vice president of product management in the Digital & Signoff Group at Cadence; Simon Rance, vice president of marketing at Cliosoft; Rob Conant, vice president of software and ecosystem at Infineon Technologies; and Michael Munsey, senior dir... » read more

Machine Learning Application For Early Power Analysis Accuracy Improvement


In this paper, we introduce a machine learning (ML) application that accurately estimates the switching power of the cells without needing the SPEF file (SPEF less PA flow). Three ML models (multi-linear regression, random forest and decision tree) were trained and tested on different industrial designs at 7nm technology. They are trained using different cells’ properties available, SPEF, and... » read more

Week in Review: Manufacturing, Test


Fab capacity STMicroelectronics and GlobalFoundries inked a deal to build a new jointly-operated 300mm fab adjacent to ST’s existing 300mm facility in Crolles, France. This facility is targeted to ramp at full capacity by 2026, with up to 620,000 300mm wafer per year production at full build-out (~42% ST and ~58% GF). The new facility will support several technologies, with a special focus... » read more

Week In Review: Design, Low Power


Tools & IP Cadence will acquire Future Facilities, a provider of electronics cooling analysis and energy performance optimization solutions for data center design and operations using physics-based 3D digital twins. Future Facilities’ product portfolio includes an electronics thermal solution, as well as computational fluid dynamics (CFD) electronics cooling simulation technology that op... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive, mobility The head of Tesla’s Autopilot division — Andrej Karpathy — resigned from the company after Tesla laid off 200 people in its Autopilot division and the U.S. National Highway Transportation Safety Administration broadened its safety investigation of Tesla’s Autopilot. The NHTSA last month broadened its August 2021 investigation, which was looking at why Tesla cars on... » read more

Blog Review: July 13


Siemens' John Sturtevant finds that the patterning requirements of next generation lithographic processes have pushed lithographers to explore the advantages of curvilinear masks, and notes some of the tools coming along to help. Cadence's Paul McLellan learns from Kyle Chen of Microsoft and Suomin Cui of Cadence how deep learning and electromagnetic solvers can be used to optimize high-dens... » read more

Software Infrastructure For Silicon Lifecycle Management


Semiconductor technology continues to deliver higher levels of logic density in the era of nanometer processes. System-on-chip (SoC) teams can deliver even higher functionality when coupled with the massive integration possibilities of three-dimensional integrated circuit (3DIC) architectures. However, this growth must be matched by increases in capabilities and productivity in the collection a... » read more

Finding Frameworks For End-To-End Analytics


End-to-end analytics can improve yield and ROI on tool purchases, but reaping those benefits will require common data formats, die traceability, an appropriate level of data granularity — and a determination of who owns what data. New standards, guidelines, and consortium efforts are being developed to remove these barriers to data sharing for analytics purposes. But the amount of work req... » read more

E-beam’s Role Grows For Detecting IC Defects


The perpetual march toward smaller features, coupled with growing demand for better reliability over longer chip lifetimes, has elevated inspection from a relatively obscure but necessary technology into one of the most critical tools in fab and packaging houses. For years, inspection had been framed as a battle between e-beam and optical microscopy. Increasingly, though, other types of insp... » read more

Chip Data Joins The Party


Perhaps you’ve heard of silicon lifecycle management (product lifecycle management for your semiconductor) but considered it a “far-future” practice that you can safely ignore for now. While many pieces of a complete silicon lifecycle solutions (SLS) are not yet in place, the components are coming together every day. Today, in fact, Siemens’ Tessent offers a new suite of software ser... » read more

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